RGM - Data Scientist
Infosys · IT Services & Consulting
- Bangalore, India
- On-site
- Posted today
- Data & AI
Responsibilities
RESPONSIBILITIES:
Invent, research, envision, design, solution and deliver AI/ ML applications at scale delivering measurable value
Build end-to-end AI/ ML solutions: Develop, refine, implement, customize and deploy state-of-the-art Machine Learning algorithms and systems, and AI models
Designing, developing, and researching Machine Learning systems, models, and schemas through data science and data analytics prototypes.
Continuous learning – Certifications.
Incubation mindset – Research oriented, ability to deliver quick POC’s, and come up with ideas.
Communication and Documentation – Ability to share knowledge, conduct presentations and sessions, talk to clients and stakeholders, write good-quality technical documentation.
Problem Solving – Technical depth in solving real-world problems with appreciation of business imperatives.
Technical requirements
SKILLS – MUST HAVE:
Design, build, and deploy Hyperscalers-based (Azure, AWS, GCP or Databricks) ML models, including large-scale data processing, computationally intensive statistical modeling, and advanced analytics – Expert
Implementation of Generative AI models for business solutions and experience on Azure Open AI, AWS Bedrock or Vertex AI or open-source models – Expert
Python programming with robust code – Expert
Developing a framework or generic pipeline to retrieve, optimize, and deploy Open-Source Models – Expert
Explore and design a reference architecture for developing virtual assistants using foundation models – Expert
Familiarity with deep learning, machine learning and frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.) – Working knowledge
Understanding of LLMs and Gen AI especially as applied to text and image analysis and training – Working knowledge
Experienced in fine-tuning of LLM models, implementation of AI Guardrails and Responsible AI Framework (explainability, bias detection, hallucination control) – Working knowledge
Experienced in implementing LangChain Frameworks – Working knowledge
Linux, HTTP/ REST – Working knowledge
Cloud Technologies – At least one of GCP, AWS, Azure
JIRA, Conflence – Working knowledge
Additional responsibilities
SKILLS – GOOD TO HAVE:
Linux shell-scripting
Multilingual NLP
SOFT SKILLS:
Good communication
Ability to work in a team as well as independently deliver modules
Team player
LEADERSHIP SKILLS:
People Leadership: Able to lead and mentor a team of ~10-15 people
Thought Leadership: Having papers published in renowned journals, presentations in conferences, patent-filing preferred
Educational requirements
Diploma of Applied Science,PhD of Computer Science,PhD of Mathematics,Bachelor of Engineering
Preferred skills
Technology->AI-Data science->Databricks Machine Learning,Technology->AI-Generative AI->Artificial Intelligence - BASIC
Experience: 8-14 years